Sleep–wake stage detection with single channel ECG and hybrid machine learning model in patients with obstructive sleep apnea

Research article (Physical and Engineering Sciences in Medicine, 2021) · cited 27× · AI/ML
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Sleep–wake stage detection with single channel ECG and hybrid machine learning model in patients with obstructive sleep apnea

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Sleep–wake stage detection with single channel ECG and hybrid machine learning model in patients with obstructive sleep apnea is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Sleep–wake stage detection with single channel ECG and hybrid machine learning model in patients with obstructive sleep apnea. Retrieved May 24, 2026, from https://4ort.xyz/entity/sleepwake-stage-detection-with-single-channel-ecg-and-hybrid-machine-learning-model-in-patients-with-obstructive-sleep-a
MLA “Sleep–wake stage detection with single channel ECG and hybrid machine learning model in patients with obstructive sleep apnea.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/sleepwake-stage-detection-with-single-channel-ecg-and-hybrid-machine-learning-model-in-patients-with-obstructive-sleep-a.
BibTeX @misc{4ortxyz_sleepwake-stage-detection-with-single-channel-ecg-and-hybrid-machine-learning-model-in-patients-with-obstructive-sleep-a_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Sleep–wake stage detection with single channel ECG and hybrid machine learning model in patients with obstructive sleep apnea}}, year = {2026}, url = {https://4ort.xyz/entity/sleepwake-stage-detection-with-single-channel-ecg-and-hybrid-machine-learning-model-in-patients-with-obstructive-sleep-a}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Sleep–wake stage detection with single channel ECG and hybrid machine learning model in patients with obstructive sleep apnea — https://4ort.xyz/entity/sleepwake-stage-detection-with-single-channel-ecg-and-hybrid-machine-learning-model-in-patients-with-obstructive-sleep-a (retrieved 2026-05-24)

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